Marqo vs Vespa
A side-by-side comparison of two self-hosted search engines options — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
Marqo
End-to-end vector search engine for text and images
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Vespa
Open-source big data serving engine for search and recommendation
| Feature | Marqo | Vespa |
|---|---|---|
| Category | Search Engines | Search Engines |
| License | Apache-2.0 | Apache-2.0 |
| Language | Python | Java |
| Setup difficulty | Medium | Hard |
| Min. RAM | 4,096 MB | 4,096 MB |
| Deployment | docker, kubernetes | docker, kubernetes, bare-metal |
| GitHub stars | ★ 5,017 | ★ 7,043 |
| First released | 2022 | 2017 |
| Replaces | Algolia, Pinecone | Elasticsearch, Algolia |
Why pick each one
Frequently asked questions
Is Marqo or Vespa better?
Neither is universally better. Vespa has the larger community, while Marqo is simpler to set up (medium difficulty). Choose based on the comparison table above and your own setup.
Are Marqo and Vespa free and open-source?
Yes. Marqo is licensed under Apache-2.0 and Vespa under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Marqo and Vespa with Docker?
Marqo: yes. Vespa: yes.